{"id":"W4391541722","doi":"10.1088/1748-0221/19/02/p02009","title":"Electron and photon energy calibration with the ATLAS detector using LHC Run 2 data","year":2024,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; York University; University of Toronto; Simon Fraser University; TRIUMF; Carleton University; University of Alberta; Université de Montréal; Institute of Particle Physics; University of Victoria; McGill University","funders":"CHIST-ERA; SLAC National Accelerator Laboratory; Brookhaven National Laboratory; European Social Fund; High Energy Physics; British Columbia Knowledge Development Fund; Japan Society for the Promotion of Science; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; University of California, Irvine; College of Engineering, Michigan State University; Office of Science; Agencia Nacional de Investigación y Desarrollo; Shanghai Key Laboratory for Particle Physics and Cosmology; Technische Universität Dortmund; Narodowa Agencja Wymiany Akademickiej; Pontificia Universidad Católica de Chile; University of Science and Technology of China; Universidade do Minho; University of South Africa; University of the Philippines; State Key Laboratory of Particle Detection and Electronics; Universidade Federal de Juiz de Fora; Universitatea din București; Universidad de Tarapacá; University of Cape Town; Universidade do Estado do Rio de Janeiro; High Energy Accelerator Research Organization; Université Cadi Ayyad; University of Tsukuba; Nuclear Physics; Aristotle University of Thessaloniki; Universidad de Granada; Univerza v Ljubljani; Centre National pour la Recherche Scientifique et Technique; Technion-Israel Institute of Technology; United Arab Emirates University; Institut National de Physique Nucléaire et de Physique des Particules; Universidade de Lisboa; Universidade de Coimbra; Ludwig-Maximilians-Universität München; Universidade de São Paulo; Royal Holloway, University of London; Universidade Federal do Rio de Janeiro; Universitetet i Oslo; Banco Bilbao Vizcaya Argentaria; Scottish Universities Physics Alliance; National Tsing Hua University; H2020 Marie Skłodowska-Curie Actions; McGill University; Univerzita Karlova v Praze; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Università degli Studi di Pavia; CERN; Shanghai Jiao Tong University; Ministry of Education, India; TRIUMF; Javna Agencija za Raziskovalno Dejavnost RS; Simon Fraser University; Universidad de Buenos Aires; Centre National de la Recherche Scientifique; Max-Planck-Gesellschaft; Georg-August-Universität Göttingen; Université de Genève; University of Toronto; Université Hassan II de Casablanca; Generalitat Valenciana; Stockholms Universitet; Academia Sinica; Fundação para a Ciência e a Tecnologia; Compute Canada; Radboud Universiteit; Università di Pisa; Technische Universität Dresden; Universidad Autónoma de Madrid; Ministerstvo Školství, Mládeže a Tělovýchovy; Vetenskapsrådet; Danmarks Grundforskningsfond; Abdus Salam International Centre for Theoretical Physics; Consejo Nacional de Investigaciones Científicas y Técnicas; Sapienza Università di Roma; Universität Innsbruck; Agence Nationale de la Recherche; Université de Fribourg; Universiteit van Amsterdam; Universität Heidelberg; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; University of Sussex; Albert-Ludwigs-Universität Freiburg; University College London; National Energy Research Scientific Computing Center; University of Zululand; Royal Society; Norges Forskningsråd; Univerzita Komenského v Bratislave; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Glasgow; York University; Division of Physics; Fundación BBVA; Türkiye Enerji, Nükleer ve Maden Araştırma Kurumu; Louisiana Tech University; Université Paris-Saclay; Univerzita Palackého v Olomouci; University of Johannesburg; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Southern Methodist University; Canarie; Universität Siegen; Université Mohammed VI Polytechnique; Centres de Recerca de Catalunya; Institutul National de Cercetare-Dezvoltare pentru Fizica si Inginerie Nucleara 'Horia Hulubei'; Department of Physics and Astronomy, University College London; Israel Science Foundation; New York University Abu Dhabi; Instituto Superior Técnico; Brandeis University; Bundesministerium für Bildung und Forschung; Ministry of Education, Culture, Sports, Science and Technology; University of Oregon; National Natural Science Foundation of China; Aix-Marseille Université; Ohio State University; České Vysoké Učení Technické v Praze; Sorbonne Université; Kungliga Tekniska Högskolan; University of Pittsburgh; Iowa State University; Harvard University; Queen Mary University of London; Universidad Técnica Federico Santa María; Università degli Studi di Trento; Universidad Nacional de La Plata; Michigan State University; HORIZON EUROPE Marie Sklodowska-Curie Actions; Baden-Württemberg Stiftung; Fundação de Amparo à Pesquisa do Estado de São Paulo; European Commission; Leverhulme Trust; European Regional Development Fund; Akademie Věd České Republiky; Bundesministerium für Wissenschaft, Forschung und Wirtschaft; Slovenská Akadémia Vied; Università della Calabria; U.S. Department of Energy; Shandong University; University of Oxford; Agencia Nacional de Promoción Científica y Tecnológica; Deutsches Elektronen-Synchrotron; Rheinische Friedrich-Wilhelms-Universität Bonn; Justus Liebig Universität Gießen; Tel Aviv University; University of Oklahoma; Universitatea Transilvania din Brasov; Northern Illinois University; University of Washington; Oklahoma State University; National Science Foundation; Lunds Universitet; Istituto Nazionale di Fisica Nucleare; Università degli Studi di Napoli Federico II; Stony Brook University; Institut \"Jožef Stefan\"; Alexander von Humboldt-Stiftung; Austrian Science Fund; University of Pennsylvania","keywords":"Physics; Atlas (anatomy); Large Hadron Collider; Electron; Calibration; Nuclear physics; Photon; Calorimeter (particle physics); Detector; Particle physics; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006716759,0.00005843529,0.00006644918,0.00001326748,0.00008416999,0.00009305671,0.00006207058,0.000006544223,0.00002321416],"category_scores_gemma":[6.871062e-7,0.00002977637,0.00001734352,0.00007629136,0.00004081085,0.0003658764,0.00003354502,0.00005831319,5.623866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002073161,"about_ca_system_score_gemma":0.00001982806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008456068,"about_ca_topic_score_gemma":0.000003243691,"domain_scores_codex":[0.9996059,0.00002406836,0.0001161286,0.00007019489,0.0001099936,0.00007370095],"domain_scores_gemma":[0.999811,0.00003137388,0.00006668019,0.00004852306,0.00001753299,0.00002491618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001720778,0.00006704756,0.004014365,0.00001145814,0.0003242351,0.000002954408,0.0006913052,0.00008581284,0.886544,0.03648477,0.0002775962,0.07132438],"study_design_scores_gemma":[0.0002875575,0.0001905864,0.0001531836,0.00004868937,0.00009239,0.00001242459,0.0008991354,0.03121296,0.9579861,0.008384981,0.0006537759,0.00007827546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912074,0.0002721503,0.008005327,0.000313553,0.00005423516,0.00003040652,0.000009381331,0.000003516361,0.0001040038],"genre_scores_gemma":[0.9994726,0.00001125757,0.000240964,0.00001780014,0.0002352692,0.000001532762,0.00001177024,0.000004008102,0.000004807418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07144204,"threshold_uncertainty_score":0.1214245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579273663560965,"score_gpt":0.2770607390263939,"score_spread":0.2612680023907842,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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